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KienVT9 2025-05-22 18:21:03 +07:00
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# Python
__pycache__/
*.py[cod]
*.pyo
*.pyd
*.pyc
# Virtual env
venv/
ENV/
.env
.env.*
# VSCode
.vscode/
# Jupyter
.ipynb_checkpoints
# OS
.DS_Store
Thumbs.db
# Log, data
*.log
*.sqlite3
accounts.json

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# AI Trading System Backend
## Yêu cầu
- Python 3.8+
- Tài khoản Supabase
- API key Bybit
## Cài đặt
```bash
pip install -r requirements.txt
```
Tạo file `.env` ở thư mục gốc với nội dung:
```
SUPABASE_URL=your_supabase_url
SUPABASE_KEY=your_supabase_key
BYBIT_API_KEY=your_bybit_api_key
BYBIT_API_SECRET=your_bybit_api_secret
```
## Chạy server
```bash
uvicorn app.main:app --reload
```
## Các endpoint
- GET `/api/candles?symbol=BTCUSDT&interval=1` : Lấy dữ liệu nến
- GET `/api/orders?symbol=BTCUSDT` : Lấy thông tin order
- GET `/api/account` : Lấy thông tin tài khoản
# AI-trading-sys # AI-trading-sys

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from fastapi import APIRouter, Query, HTTPException, Body
from app.services.bybit_service import get_bybit_client
import json
import os
from typing import List, Optional
router = APIRouter()
ACCOUNTS_FILE = os.path.join(os.path.dirname(__file__), '../../accounts.json')
def get_user_api(user_id: str):
try:
with open(ACCOUNTS_FILE, 'r', encoding='utf-8') as f:
accounts = json.load(f)
for acc in accounts:
if acc['id'] == user_id:
return acc['bybit_api_key'], acc['bybit_api_secret']
except Exception as e:
raise HTTPException(status_code=500, detail=f"Lỗi đọc file accounts: {e}")
raise HTTPException(status_code=404, detail="Không tìm thấy userId")
# API lấy danh sách user
@router.get("/users")
def list_users():
try:
with open(ACCOUNTS_FILE, 'r', encoding='utf-8') as f:
accounts = json.load(f)
return accounts
except Exception as e:
raise HTTPException(status_code=500, detail=f"Lỗi đọc file accounts: {e}")
# API thêm user
@router.post("/users")
def add_user(
id: str = Body(..., description="ID user"),
bybit_api_key: str = Body(..., description="Bybit API Key"),
bybit_api_secret: str = Body(..., description="Bybit API Secret"),
user_name: str = Body(..., description="Tên user")
):
try:
with open(ACCOUNTS_FILE, 'r+', encoding='utf-8') as f:
accounts = json.load(f)
if any(acc['id'] == id for acc in accounts):
raise HTTPException(status_code=400, detail="ID đã tồn tại")
new_user = {
"id": id,
"bybit_api_key": bybit_api_key,
"bybit_api_secret": bybit_api_secret,
"user_name": user_name
}
accounts.append(new_user)
f.seek(0)
json.dump(accounts, f, ensure_ascii=False, indent=2)
f.truncate()
return {"message": "Thêm user thành công"}
except HTTPException as e:
raise e
except Exception as e:
raise HTTPException(status_code=500, detail=f"Lỗi ghi file accounts: {e}")
# API sửa user
@router.put("/users/{user_id}")
def update_user(
user_id: str,
bybit_api_key: Optional[str] = Body(None),
bybit_api_secret: Optional[str] = Body(None),
user_name: Optional[str] = Body(None)
):
try:
with open(ACCOUNTS_FILE, 'r+', encoding='utf-8') as f:
accounts = json.load(f)
for acc in accounts:
if acc['id'] == user_id:
if bybit_api_key is not None:
acc['bybit_api_key'] = bybit_api_key
if bybit_api_secret is not None:
acc['bybit_api_secret'] = bybit_api_secret
if user_name is not None:
acc['user_name'] = user_name
f.seek(0)
json.dump(accounts, f, ensure_ascii=False, indent=2)
f.truncate()
return {"message": "Cập nhật user thành công"}
raise HTTPException(status_code=404, detail="Không tìm thấy userId")
except HTTPException as e:
raise e
except Exception as e:
raise HTTPException(status_code=500, detail=f"Lỗi ghi file accounts: {e}")
# API xóa user
@router.delete("/users/{user_id}")
def delete_user(user_id: str):
try:
with open(ACCOUNTS_FILE, 'r+', encoding='utf-8') as f:
accounts = json.load(f)
new_accounts = [acc for acc in accounts if acc['id'] != user_id]
if len(new_accounts) == len(accounts):
raise HTTPException(status_code=404, detail="Không tìm thấy userId")
f.seek(0)
json.dump(new_accounts, f, ensure_ascii=False, indent=2)
f.truncate()
return {"message": "Xóa user thành công"}
except HTTPException as e:
raise e
except Exception as e:
raise HTTPException(status_code=500, detail=f"Lỗi ghi file accounts: {e}")
@router.get("/account")
def get_account_info(userId: str = Query(..., description="ID của user để lấy API key/secret")):
try:
api_key, api_secret = get_user_api(userId)
client = get_bybit_client(api_key, api_secret)
res = client.get_wallet_balance(accountType="UNIFIED")
if 'retCode' in res and res['retCode'] != 0:
raise HTTPException(status_code=400, detail=f"Bybit API error: {res.get('retMsg', 'Unknown error')}")
return res
except HTTPException as e:
raise e
except Exception as e:
raise HTTPException(status_code=500, detail=f"Lỗi hệ thống: {e}")

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from fastapi import APIRouter, Query, HTTPException
from typing import Optional
from app.services.bybit_service import get_bybit_client
import json
import os
import pandas as pd
import numpy as np
router = APIRouter()
ACCOUNTS_FILE = os.path.join(os.path.dirname(__file__), '../../accounts.json')
def get_user_api(user_id: str):
try:
with open(ACCOUNTS_FILE, 'r', encoding='utf-8') as f:
accounts = json.load(f)
for acc in accounts:
if acc['id'] == user_id:
return acc['bybit_api_key'], acc['bybit_api_secret']
except Exception as e:
raise HTTPException(status_code=500, detail=f"Lỗi đọc file accounts: {e}")
raise HTTPException(status_code=404, detail="Không tìm thấy userId")
def ema(series, period):
return series.ewm(span=period, adjust=False).mean()
def macd(series, fast=45, slow=90, signal=9):
ema_fast = ema(series, fast)
ema_slow = ema(series, slow)
macd_line = ema_fast - ema_slow
signal_line = macd_line.ewm(span=signal, adjust=False).mean()
macd_hist = macd_line - signal_line
return macd_line, signal_line, macd_hist
def rsi(series, period=14):
delta = series.diff()
gain = (delta.where(delta > 0, 0)).rolling(window=period, min_periods=1).mean()
loss = (-delta.where(delta < 0, 0)).rolling(window=period, min_periods=1).mean()
loss = loss.replace(0, np.nan) # tránh chia cho 0
rs = gain / loss
rsi = 100 - (100 / (1 + rs))
rsi = rsi.replace([np.inf, -np.inf], np.nan)
return rsi
@router.get("/candles")
def get_candles(
userId: str = Query(..., description="ID của user để lấy API key/secret"),
symbol: str = Query(..., description="Mã giao dịch, ví dụ: BTCUSDT"),
interval: str = Query("1", description="Khung thời gian nến, ví dụ: 1, 3, 5, 15, 30, 60, 240, D, W, M"),
limit: Optional[int] = Query(200, description="Số lượng nến trả về (tối đa 1000)"),
start: Optional[int] = Query(None, description="Timestamp bắt đầu (miliseconds)"),
end: Optional[int] = Query(None, description="Timestamp kết thúc (miliseconds)")
):
api_key, api_secret = get_user_api(userId)
client = get_bybit_client(api_key, api_secret)
params = {
"category": "linear", # hoặc "spot" nếu lấy spot
"symbol": symbol,
"interval": interval,
"limit": limit
}
if start:
params["start"] = start
if end:
params["end"] = end
res = client.get_kline(**params)
if 'retCode' in res and res['retCode'] != 0:
raise HTTPException(status_code=400, detail=f"Bybit API error: {res.get('retMsg', 'Unknown error')}")
candles = res.get('result', {}).get('list', [])
if not candles:
return {"data": [], "indicators": {}}
# Chuyển đổi sang DataFrame
df = pd.DataFrame(candles, columns=[
"timestamp", "open", "high", "low", "close", "volume", "turnover"
])
df = df.astype({
"timestamp": np.int64,
"open": np.float64,
"high": np.float64,
"low": np.float64,
"close": np.float64,
"volume": np.float64,
"turnover": np.float64
})
df = df.sort_values("timestamp", ascending=False)
# Tính chỉ báo
close = df["close"]
macd_line, macd_signal, macd_hist = macd(close, fast=45, slow=90, signal=9)
df["macd"] = macd_line
df["macdsignal"] = macd_signal
df["macdhist"] = macd_hist
df["ema34"] = ema(close, 34)
df["ema50"] = ema(close, 50)
df["ema100"] = ema(close, 100)
df["ema200"] = ema(close, 200)
df["rsi"] = rsi(close)
# Trả về kết quả
data = df.replace({np.nan: None}).to_dict(orient="records")
return {
"data": data,
"indicators": {
"macd": {"fast": 45, "slow": 90, "signal": 9},
"ema": [34, 50, 100, 200],
"rsi": True
}
}

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from fastapi import APIRouter, Query, HTTPException, Body
from typing import Optional
from app.services.bybit_service import get_bybit_client
import json
import os
router = APIRouter()
ACCOUNTS_FILE = os.path.join(os.path.dirname(__file__), '../../accounts.json')
def get_user_api(user_id: str):
try:
with open(ACCOUNTS_FILE, 'r', encoding='utf-8') as f:
accounts = json.load(f)
for acc in accounts:
if acc['id'] == user_id:
return acc['bybit_api_key'], acc['bybit_api_secret']
except Exception as e:
raise HTTPException(status_code=500, detail=f"Lỗi đọc file accounts: {e}")
raise HTTPException(status_code=404, detail="Không tìm thấy userId")
@router.get("/orders")
def get_orders(
userId: str = Query(..., description="ID của user để lấy API key/secret"),
symbol: str = Query(..., description="Mã giao dịch, ví dụ: BTCUSDT"),
category: str = Query("linear", description="Loại lệnh: linear (future) hoặc spot")
):
api_key, api_secret = get_user_api(userId)
client = get_bybit_client(api_key, api_secret)
res = client.get_open_orders(
category=category, # "linear" cho future, "spot" cho spot
symbol=symbol
)
return res
# Submit order
@router.post("/orders")
def submit_order(
userId: str = Body(..., embed=True, description="ID của user để lấy API key/secret"),
symbol: str = Body(..., embed=True, description="Mã giao dịch, ví dụ: BTCUSDT"),
side: str = Body(..., embed=True, description="side: Buy hoặc Sell"),
orderType: str = Body(..., embed=True, description="Loại lệnh: Market hoặc Limit"),
qty: float = Body(..., embed=True, description="Số lượng"),
category: str = Body("linear", embed=True, description="Loại lệnh: linear (future) hoặc spot"),
price: Optional[float] = Body(None, embed=True, description="Giá (bắt buộc với Limit)")
):
api_key, api_secret = get_user_api(userId)
client = get_bybit_client(api_key, api_secret)
params = {
"category": category,
"symbol": symbol,
"side": side,
"orderType": orderType,
"qty": qty
}
if orderType.lower() == "limit":
if price is None:
raise HTTPException(status_code=400, detail="Thiếu giá cho lệnh Limit")
params["price"] = price
res = client.place_order(**params)
return res
# Cancel order
@router.delete("/orders/{order_id}")
def cancel_order(
order_id: str,
userId: str = Query(..., description="ID của user để lấy API key/secret"),
symbol: str = Query(..., description="Mã giao dịch, ví dụ: BTCUSDT"),
category: str = Query("linear", description="Loại lệnh: linear (future) hoặc spot")
):
api_key, api_secret = get_user_api(userId)
client = get_bybit_client(api_key, api_secret)
res = client.cancel_order(
category=category,
symbol=symbol,
orderId=order_id
)
return res

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from fastapi import APIRouter, Query, HTTPException
from typing import Optional
from app.services.bybit_service import get_bybit_client
import json
import os
router = APIRouter()
ACCOUNTS_FILE = os.path.join(os.path.dirname(__file__), '../../accounts.json')
def get_user_api(user_id: str):
try:
with open(ACCOUNTS_FILE, 'r', encoding='utf-8') as f:
accounts = json.load(f)
for acc in accounts:
if acc['id'] == user_id:
return acc['bybit_api_key'], acc['bybit_api_secret']
except Exception as e:
raise HTTPException(status_code=500, detail=f"Lỗi đọc file accounts: {e}")
raise HTTPException(status_code=404, detail="Không tìm thấy userId")
@router.get("/positions")
def get_positions(
userId: str = Query(..., description="ID của user để lấy API key/secret"),
symbol: Optional[str] = Query(None, description="Mã giao dịch, ví dụ: BTCUSDT"),
category: str = Query("linear", description="Loại lệnh: linear (future) hoặc spot")
):
api_key, api_secret = get_user_api(userId)
client = get_bybit_client(api_key, api_secret)
params = {
"category": category
}
if symbol:
params["symbol"] = symbol
res = client.get_positions(**params)
return res

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import os
from dotenv import load_dotenv
load_dotenv()
SUPABASE_URL = os.getenv("SUPABASE_URL")
SUPABASE_KEY = os.getenv("SUPABASE_KEY")
BYBIT_API_KEY = os.getenv("BYBIT_API_KEY")
BYBIT_API_SECRET = os.getenv("BYBIT_API_SECRET")

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from fastapi import FastAPI
from app.api import candles, orders, account, positions
app = FastAPI()
app.include_router(candles.router, prefix="/api")
app.include_router(orders.router, prefix="/api")
app.include_router(account.router, prefix="/api")
app.include_router(positions.router, prefix="/api")

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from pybit.unified_trading import HTTP
def get_bybit_client(api_key: str, api_secret: str):
return HTTP(
testnet=False, # Đổi thành False nếu dùng môi trường thật
api_key=api_key,
api_secret=api_secret
)

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from supabase import create_client, Client
from app.config import SUPABASE_URL, SUPABASE_KEY
def get_supabase_client() -> Client:
return create_client(SUPABASE_URL, SUPABASE_KEY)

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fastapi
uvicorn
supabase
pybit
python-dotenv